Tackling the Singularities at the Endpoints of Time Intervals in Diffusion Models

Pengze Zhang, Hubery Yin, Chen Li +1

Most diffusion models assume that the reverse process adheres to a Gaussian distribution. However, this approximation has not been rigorously validated, especially at singularities…